Dataset statistics
| Number of variables | 19 |
|---|---|
| Number of observations | 27075 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 3.9 MiB |
| Average record size in memory | 152.0 B |
Variable types
| Numeric | 9 |
|---|---|
| Categorical | 9 |
| DateTime | 1 |
name has a high cardinality: 27033 distinct values | High cardinality |
developer has a high cardinality: 17113 distinct values | High cardinality |
publisher has a high cardinality: 14354 distinct values | High cardinality |
categories has a high cardinality: 3333 distinct values | High cardinality |
genres has a high cardinality: 1552 distinct values | High cardinality |
steamspy_tags has a high cardinality: 6423 distinct values | High cardinality |
appid is highly overall correlated with positive_ratings and 2 other fields | High correlation |
positive_ratings is highly overall correlated with appid and 4 other fields | High correlation |
negative_ratings is highly overall correlated with appid and 4 other fields | High correlation |
average_playtime is highly overall correlated with positive_ratings and 2 other fields | High correlation |
median_playtime is highly overall correlated with positive_ratings and 2 other fields | High correlation |
Year is highly overall correlated with appid | High correlation |
owners is highly overall correlated with positive_ratings and 1 other fields | High correlation |
english is highly imbalanced (86.5%) | Imbalance |
platforms is highly imbalanced (53.0%) | Imbalance |
owners is highly imbalanced (55.1%) | Imbalance |
positive_ratings is highly skewed (γ1 = 106.1123909) | Skewed |
negative_ratings is highly skewed (γ1 = 88.63884912) | Skewed |
average_playtime is highly skewed (γ1 = 59.52656036) | Skewed |
median_playtime is highly skewed (γ1 = 64.3693666) | Skewed |
name is uniformly distributed | Uniform |
appid has unique values | Unique |
required_age has 26479 (97.8%) zeros | Zeros |
achievements has 11864 (43.8%) zeros | Zeros |
positive_ratings has 667 (2.5%) zeros | Zeros |
negative_ratings has 2906 (10.7%) zeros | Zeros |
average_playtime has 20905 (77.2%) zeros | Zeros |
median_playtime has 20905 (77.2%) zeros | Zeros |
price has 2560 (9.5%) zeros | Zeros |
Reproduction
| Analysis started | 2023-04-18 07:02:05.379501 |
|---|---|
| Analysis finished | 2023-04-18 07:02:34.015710 |
| Duration | 28.64 seconds |
| Software version | ydata-profiling vv4.1.2 |
| Download configuration | config.json |
appid
Real number (ℝ)
HIGH CORRELATION UNIQUE
| Distinct | 27075 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 596203.51 |
| Minimum | 10 |
|---|---|
| Maximum | 1069460 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 211.6 KiB |
Quantile statistics
| Minimum | 10 |
|---|---|
| 5-th percentile | 209920 |
| Q1 | 401230 |
| median | 599070 |
| Q3 | 798760 |
| 95-th percentile | 983011 |
| Maximum | 1069460 |
| Range | 1069450 |
| Interquartile range (IQR) | 397530 |
Descriptive statistics
| Standard deviation | 250894.17 |
|---|---|
| Coefficient of variation (CV) | 0.42081968 |
| Kurtosis | -0.65291349 |
| Mean | 596203.51 |
| Median Absolute Deviation (MAD) | 198820 |
| Skewness | -0.21947853 |
| Sum | 1.614221 × 1010 |
| Variance | 6.2947883 × 1010 |
| Monotonicity | Strictly increasing |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 10 | 1 | < 0.1% |
| 733550 | 1 | < 0.1% |
| 734350 | 1 | < 0.1% |
| 734330 | 1 | < 0.1% |
| 734290 | 1 | < 0.1% |
| 734120 | 1 | < 0.1% |
| 734080 | 1 | < 0.1% |
| 734020 | 1 | < 0.1% |
| 734010 | 1 | < 0.1% |
| 733990 | 1 | < 0.1% |
| Other values (27065) | 27065 |
| Value | Count | Frequency (%) |
| 10 | 1 | |
| 20 | 1 | |
| 30 | 1 | |
| 40 | 1 | |
| 50 | 1 | |
| 60 | 1 | |
| 70 | 1 | |
| 80 | 1 | |
| 130 | 1 | |
| 220 | 1 |
| Value | Count | Frequency (%) |
| 1069460 | 1 | |
| 1066700 | 1 | |
| 1065650 | 1 | |
| 1065570 | 1 | |
| 1065230 | 1 | |
| 1065160 | 1 | |
| 1064890 | 1 | |
| 1064580 | 1 | |
| 1064060 | 1 | |
| 1063560 | 1 |
name
Categorical
HIGH CARDINALITY UNIFORM
| Distinct | 27033 |
|---|---|
| Distinct (%) | 99.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 211.6 KiB |
| Dark Matter | 3 |
|---|---|
| Castles | 2 |
| Killing Time | 2 |
| Nightmare Simulator | 2 |
| Surge | 2 |
| Other values (27028) |
Length
| Max length | 106 |
|---|---|
| Median length | 84 |
| Mean length | 17.937248 |
| Min length | 1 |
Characters and Unicode
| Total characters | 485651 |
|---|---|
| Distinct characters | 1551 |
| Distinct categories | 21 ? |
| Distinct scripts | 12 ? |
| Distinct blocks | 23 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 26992 ? |
|---|---|
| Unique (%) | 99.7% |
Sample
| 1st row | Counter-Strike |
|---|---|
| 2nd row | Team Fortress Classic |
| 3rd row | Day of Defeat |
| 4th row | Deathmatch Classic |
| 5th row | Half-Life: Opposing Force |
Common Values
| Value | Count | Frequency (%) |
| Dark Matter | 3 | < 0.1% |
| Castles | 2 | < 0.1% |
| Killing Time | 2 | < 0.1% |
| Nightmare Simulator | 2 | < 0.1% |
| Surge | 2 | < 0.1% |
| Dodge | 2 | < 0.1% |
| New York Bus Simulator | 2 | < 0.1% |
| Santa's Workshop | 2 | < 0.1% |
| The Mine | 2 | < 0.1% |
| Fireflies | 2 | < 0.1% |
| Other values (27023) | 27054 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| the | 3930 | 4.9% |
| of | 2694 | 3.4% |
| 1885 | 2.4% | |
| vr | 977 | 1.2% |
| 2 | 870 | 1.1% |
| edition | 621 | 0.8% |
| a | 521 | 0.7% |
| and | 476 | 0.6% |
| in | 380 | 0.5% |
| game | 356 | 0.4% |
| Other values (19799) | 66988 |
Most occurring characters
| Value | Count | Frequency (%) |
| 52639 | 10.8% | |
| e | 42342 | 8.7% |
| a | 29536 | 6.1% |
| o | 27430 | 5.6% |
| r | 26393 | 5.4% |
| i | 25233 | 5.2% |
| n | 23247 | 4.8% |
| t | 22958 | 4.7% |
| s | 18944 | 3.9% |
| l | 17436 | 3.6% |
| Other values (1541) | 199493 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 324096 | |
| Uppercase Letter | 87623 | 18.0% |
| Space Separator | 52662 | 10.8% |
| Other Punctuation | 8235 | 1.7% |
| Decimal Number | 4834 | 1.0% |
| Other Letter | 4533 | 0.9% |
| Dash Punctuation | 1904 | 0.4% |
| Other Symbol | 671 | 0.1% |
| Open Punctuation | 291 | 0.1% |
| Close Punctuation | 291 | 0.1% |
| Other values (11) | 511 | 0.1% |
Most frequent character per category
Other Letter
| Value | Count | Frequency (%) |
| の | 75 | 1.7% |
| ッ | 62 | 1.4% |
| ン | 62 | 1.4% |
| 的 | 51 | 1.1% |
| 之 | 50 | 1.1% |
| ア | 48 | 1.1% |
| ク | 46 | 1.0% |
| ト | 43 | 0.9% |
| 女 | 38 | 0.8% |
| 三 | 37 | 0.8% |
| Other values (1277) | 4021 |
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 42342 | |
| a | 29536 | 9.1% |
| o | 27430 | 8.5% |
| r | 26393 | 8.1% |
| i | 25233 | 7.8% |
| n | 23247 | 7.2% |
| t | 22958 | 7.1% |
| s | 18944 | 5.8% |
| l | 17436 | 5.4% |
| h | 11083 | 3.4% |
| Other values (63) | 79494 |
Uppercase Letter
| Value | Count | Frequency (%) |
| S | 8262 | 9.4% |
| T | 7410 | 8.5% |
| R | 5991 | 6.8% |
| A | 5797 | 6.6% |
| C | 5560 | 6.3% |
| D | 5129 | 5.9% |
| E | 4637 | 5.3% |
| M | 4520 | 5.2% |
| B | 4069 | 4.6% |
| P | 3826 | 4.4% |
| Other values (46) | 32422 |
Other Symbol
| Value | Count | Frequency (%) |
| ™ | 353 | |
| ® | 263 | |
| ❂ | 8 | 1.2% |
| ° | 5 | 0.7% |
| ★ | 4 | 0.6% |
| 🍉 | 4 | 0.6% |
| 🔲 | 4 | 0.6% |
| ♞ | 2 | 0.3% |
| 🐱 | 2 | 0.3% |
| 🐶 | 2 | 0.3% |
| Other values (22) | 24 | 3.6% |
Other Punctuation
| Value | Count | Frequency (%) |
| : | 4496 | |
| ' | 1297 | 15.7% |
| . | 817 | 9.9% |
| ! | 602 | 7.3% |
| / | 303 | 3.7% |
| & | 232 | 2.8% |
| , | 228 | 2.8% |
| ? | 67 | 0.8% |
| " | 38 | 0.5% |
| ： | 29 | 0.4% |
| Other values (17) | 126 | 1.5% |
Decimal Number
| Value | Count | Frequency (%) |
| 2 | 1481 | |
| 1 | 862 | |
| 0 | 669 | |
| 3 | 551 | 11.4% |
| 4 | 307 | 6.4% |
| 9 | 225 | 4.7% |
| 8 | 198 | 4.1% |
| 5 | 196 | 4.1% |
| 7 | 179 | 3.7% |
| 6 | 147 | 3.0% |
| Other values (9) | 19 | 0.4% |
Math Symbol
| Value | Count | Frequency (%) |
| ~ | 92 | |
| | | 59 | |
| + | 53 | |
| ～ | 44 | |
| = | 6 | 2.2% |
| > | 4 | 1.5% |
| × | 3 | 1.1% |
| ∀ | 2 | 0.7% |
| ｜ | 2 | 0.7% |
| √ | 1 | 0.4% |
| Other values (2) | 2 | 0.7% |
Nonspacing Mark
| Value | Count | Frequency (%) |
| ี | 4 | |
| ิ | 3 | |
| ͡ | 2 | |
| ์ | 1 | 7.7% |
| ่ | 1 | 7.7% |
| ️ | 1 | 7.7% |
| ͜ | 1 | 7.7% |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 238 | |
| （ | 24 | 8.2% |
| [ | 23 | 7.9% |
| 【 | 3 | 1.0% |
| 《 | 2 | 0.7% |
| 「 | 1 | 0.3% |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 238 | |
| ） | 24 | 8.2% |
| ] | 23 | 7.9% |
| 】 | 3 | 1.0% |
| 》 | 2 | 0.7% |
| 」 | 1 | 0.3% |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 1858 | |
| – | 28 | 1.5% |
| — | 16 | 0.8% |
| 〜 | 2 | 0.1% |
Modifier Symbol
| Value | Count | Frequency (%) |
| ` | 11 | |
| ^ | 6 | |
| ´ | 3 | 13.6% |
| ¯ | 2 | 9.1% |
Letter Number
| Value | Count | Frequency (%) |
| Ⅱ | 8 | |
| Ⅳ | 2 | 14.3% |
| Ⅴ | 2 | 14.3% |
| Ⅲ | 2 | 14.3% |
Space Separator
| Value | Count | Frequency (%) |
| 52639 | ||
| 21 | < 0.1% | |
| 2 | < 0.1% |
Modifier Letter
| Value | Count | Frequency (%) |
| ー | 76 | |
| ʻ | 12 | 13.6% |
Final Punctuation
| Value | Count | Frequency (%) |
| ’ | 53 | |
| » | 1 | 1.9% |
Initial Punctuation
| Value | Count | Frequency (%) |
| ‘ | 3 | |
| « | 1 | 25.0% |
Currency Symbol
| Value | Count | Frequency (%) |
| $ | 2 | |
| € | 1 |
Connector Punctuation
| Value | Count | Frequency (%) |
| _ | 37 |
Other Number
| Value | Count | Frequency (%) |
| ² | 7 |
Control
| Value | Count | Frequency (%) |
| | 1 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 411500 | |
| Common | 69372 | 14.3% |
| Han | 3331 | 0.7% |
| Katakana | 858 | 0.2% |
| Hiragana | 243 | 0.1% |
| Cyrillic | 228 | < 0.1% |
| Hangul | 54 | < 0.1% |
| Thai | 38 | < 0.1% |
| Arabic | 13 | < 0.1% |
| Greek | 5 | < 0.1% |
| Other values (2) | 9 | < 0.1% |
Most frequent character per script
Han
| Value | Count | Frequency (%) |
| 的 | 51 | 1.5% |
| 之 | 50 | 1.5% |
| 女 | 38 | 1.1% |
| 三 | 37 | 1.1% |
| 大 | 34 | 1.0% |
| 国 | 31 | 0.9% |
| 魔 | 30 | 0.9% |
| 者 | 30 | 0.9% |
| 志 | 29 | 0.9% |
| 生 | 27 | 0.8% |
| Other values (1075) | 2974 |
Common
| Value | Count | Frequency (%) |
| 52639 | ||
| : | 4496 | 6.5% |
| - | 1858 | 2.7% |
| 2 | 1481 | 2.1% |
| ' | 1297 | 1.9% |
| 1 | 862 | 1.2% |
| . | 817 | 1.2% |
| 0 | 669 | 1.0% |
| ! | 602 | 0.9% |
| 3 | 551 | 0.8% |
| Other values (114) | 4100 | 5.9% |
Latin
| Value | Count | Frequency (%) |
| e | 42342 | 10.3% |
| a | 29536 | 7.2% |
| o | 27430 | 6.7% |
| r | 26393 | 6.4% |
| i | 25233 | 6.1% |
| n | 23247 | 5.6% |
| t | 22958 | 5.6% |
| s | 18944 | 4.6% |
| l | 17436 | 4.2% |
| h | 11083 | 2.7% |
| Other values (72) | 166898 |
Katakana
| Value | Count | Frequency (%) |
| ッ | 62 | 7.2% |
| ン | 62 | 7.2% |
| ア | 48 | 5.6% |
| ク | 46 | 5.4% |
| ト | 43 | 5.0% |
| ル | 33 | 3.8% |
| ス | 30 | 3.5% |
| イ | 29 | 3.4% |
| プ | 28 | 3.3% |
| パ | 24 | 2.8% |
| Other values (62) | 453 |
Hiragana
| Value | Count | Frequency (%) |
| の | 75 | |
| と | 15 | 6.2% |
| き | 10 | 4.1% |
| ん | 8 | 3.3% |
| り | 7 | 2.9% |
| に | 7 | 2.9% |
| い | 7 | 2.9% |
| な | 7 | 2.9% |
| こ | 6 | 2.5% |
| で | 5 | 2.1% |
| Other values (42) | 96 |
Cyrillic
| Value | Count | Frequency (%) |
| о | 16 | 7.0% |
| и | 15 | 6.6% |
| а | 12 | 5.3% |
| р | 10 | 4.4% |
| т | 10 | 4.4% |
| И | 8 | 3.5% |
| е | 8 | 3.5% |
| А | 8 | 3.5% |
| С | 8 | 3.5% |
| н | 8 | 3.5% |
| Other values (37) | 125 |
Hangul
| Value | Count | Frequency (%) |
| 기 | 3 | 5.6% |
| 리 | 3 | 5.6% |
| 나 | 2 | 3.7% |
| 섬 | 2 | 3.7% |
| 사 | 2 | 3.7% |
| 여 | 2 | 3.7% |
| 의 | 2 | 3.7% |
| 려 | 1 | 1.9% |
| 미 | 1 | 1.9% |
| 살 | 1 | 1.9% |
| Other values (35) | 35 |
Thai
| Value | Count | Frequency (%) |
| ี | 4 | 10.5% |
| ร | 4 | 10.5% |
| น | 4 | 10.5% |
| ิ | 3 | 7.9% |
| พ | 3 | 7.9% |
| า | 3 | 7.9% |
| อ | 2 | 5.3% |
| ป | 2 | 5.3% |
| ก | 1 | 2.6% |
| ศ | 1 | 2.6% |
| Other values (11) | 11 |
Arabic
| Value | Count | Frequency (%) |
| ا | 2 | |
| ع | 1 | |
| ل | 1 | |
| م | 1 | |
| أ | 1 | |
| ر | 1 | |
| ي | 1 | |
| ب | 1 | |
| و | 1 | |
| ج | 1 | |
| Other values (2) | 2 |
Greek
| Value | Count | Frequency (%) |
| ω | 2 | |
| α | 1 | |
| Ω | 1 | |
| Θ | 1 |
Hebrew
| Value | Count | Frequency (%) |
| א | 2 | |
| ר | 1 | |
| ו | 1 | |
| ת | 1 |
Inherited
| Value | Count | Frequency (%) |
| ͡ | 2 | |
| ️ | 1 | |
| ͜ | 1 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 479640 | |
| CJK | 3331 | 0.7% |
| Katakana | 956 | 0.2% |
| None | 608 | 0.1% |
| Letterlike Symbols | 354 | 0.1% |
| Hiragana | 243 | 0.1% |
| Cyrillic | 228 | < 0.1% |
| Punctuation | 118 | < 0.1% |
| Hangul | 54 | < 0.1% |
| Thai | 38 | < 0.1% |
| Other values (13) | 81 | < 0.1% |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 52639 | 11.0% | |
| e | 42342 | 8.8% |
| a | 29536 | 6.2% |
| o | 27430 | 5.7% |
| r | 26393 | 5.5% |
| i | 25233 | 5.3% |
| n | 23247 | 4.8% |
| t | 22958 | 4.8% |
| s | 18944 | 3.9% |
| l | 17436 | 3.6% |
| Other values (82) | 193482 |
Letterlike Symbols
| Value | Count | Frequency (%) |
| ™ | 353 | |
| ℃ | 1 | 0.3% |
None
| Value | Count | Frequency (%) |
| ® | 263 | |
| ～ | 44 | 7.2% |
| ： | 29 | 4.8% |
| （ | 24 | 3.9% |
| ） | 24 | 3.9% |
| é | 22 | 3.6% |
| 21 | 3.5% | |
| · | 13 | 2.1% |
| ･ | 9 | 1.5% |
| ó | 9 | 1.5% |
| Other values (73) | 150 |
Katakana
| Value | Count | Frequency (%) |
| ー | 76 | 7.9% |
| ッ | 62 | 6.5% |
| ン | 62 | 6.5% |
| ア | 48 | 5.0% |
| ク | 46 | 4.8% |
| ト | 43 | 4.5% |
| ル | 33 | 3.5% |
| ス | 30 | 3.1% |
| イ | 29 | 3.0% |
| プ | 28 | 2.9% |
| Other values (64) | 499 |
Hiragana
| Value | Count | Frequency (%) |
| の | 75 | |
| と | 15 | 6.2% |
| き | 10 | 4.1% |
| ん | 8 | 3.3% |
| り | 7 | 2.9% |
| に | 7 | 2.9% |
| い | 7 | 2.9% |
| な | 7 | 2.9% |
| こ | 6 | 2.5% |
| で | 5 | 2.1% |
| Other values (42) | 96 |
Punctuation
| Value | Count | Frequency (%) |
| ’ | 53 | |
| – | 28 | |
| — | 16 | 13.6% |
| • | 11 | 9.3% |
| † | 7 | 5.9% |
| ‘ | 3 | 2.5% |
CJK
| Value | Count | Frequency (%) |
| 的 | 51 | 1.5% |
| 之 | 50 | 1.5% |
| 女 | 38 | 1.1% |
| 三 | 37 | 1.1% |
| 大 | 34 | 1.0% |
| 国 | 31 | 0.9% |
| 魔 | 30 | 0.9% |
| 者 | 30 | 0.9% |
| 志 | 29 | 0.9% |
| 生 | 27 | 0.8% |
| Other values (1075) | 2974 |
Cyrillic
| Value | Count | Frequency (%) |
| о | 16 | 7.0% |
| и | 15 | 6.6% |
| а | 12 | 5.3% |
| р | 10 | 4.4% |
| т | 10 | 4.4% |
| И | 8 | 3.5% |
| е | 8 | 3.5% |
| А | 8 | 3.5% |
| С | 8 | 3.5% |
| н | 8 | 3.5% |
| Other values (37) | 125 |
Modifier Letters
| Value | Count | Frequency (%) |
| ʻ | 12 |
Dingbats
| Value | Count | Frequency (%) |
| ❂ | 8 | |
| ❌ | 1 | 10.0% |
| ✌ | 1 | 10.0% |
Number Forms
| Value | Count | Frequency (%) |
| Ⅱ | 8 | |
| Ⅳ | 2 | 14.3% |
| Ⅴ | 2 | 14.3% |
| Ⅲ | 2 | 14.3% |
Misc Symbols
| Value | Count | Frequency (%) |
| ★ | 4 | |
| ♞ | 2 | |
| ☆ | 2 | |
| ☯ | 1 | 6.2% |
| ♉ | 1 | 6.2% |
| ☠ | 1 | 6.2% |
| ⚠ | 1 | 6.2% |
| ♛ | 1 | 6.2% |
| ♝ | 1 | 6.2% |
| ♂ | 1 | 6.2% |
Thai
| Value | Count | Frequency (%) |
| ี | 4 | 10.5% |
| ร | 4 | 10.5% |
| น | 4 | 10.5% |
| ิ | 3 | 7.9% |
| พ | 3 | 7.9% |
| า | 3 | 7.9% |
| อ | 2 | 5.3% |
| ป | 2 | 5.3% |
| ก | 1 | 2.6% |
| ศ | 1 | 2.6% |
| Other values (11) | 11 |
Hangul
| Value | Count | Frequency (%) |
| 기 | 3 | 5.6% |
| 리 | 3 | 5.6% |
| 나 | 2 | 3.7% |
| 섬 | 2 | 3.7% |
| 사 | 2 | 3.7% |
| 여 | 2 | 3.7% |
| 의 | 2 | 3.7% |
| 려 | 1 | 1.9% |
| 미 | 1 | 1.9% |
| 살 | 1 | 1.9% |
| Other values (35) | 35 |
Diacriticals
| Value | Count | Frequency (%) |
| ͡ | 2 | |
| ͜ | 1 |
Hebrew
| Value | Count | Frequency (%) |
| א | 2 | |
| ר | 1 | |
| ו | 1 | |
| ת | 1 |
Math Operators
| Value | Count | Frequency (%) |
| ∀ | 2 | |
| √ | 1 |
Arabic
| Value | Count | Frequency (%) |
| ا | 2 | |
| ع | 1 | |
| ل | 1 | |
| م | 1 | |
| أ | 1 | |
| ر | 1 | |
| ي | 1 | |
| ب | 1 | |
| و | 1 | |
| ج | 1 | |
| Other values (2) | 2 |
VS
| Value | Count | Frequency (%) |
| ️ | 1 |
Emoticons
| Value | Count | Frequency (%) |
| 😱 | 1 |
Enclosed Alphanum
| Value | Count | Frequency (%) |
| Ⓒ | 1 |
Currency Symbols
| Value | Count | Frequency (%) |
| € | 1 |
IPA Ext
| Value | Count | Frequency (%) |
| ʖ | 1 |
release_date
Date
| Distinct | 2619 |
|---|---|
| Distinct (%) | 9.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 211.6 KiB |
| Minimum | 1997-06-30 00:00:00 |
|---|---|
| Maximum | 2019-05-01 00:00:00 |
Histogram with fixed size bins (bins=50)
english
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 211.6 KiB |
| 1 | |
|---|---|
| 0 | 511 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 27075 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 26564 | |
| 0 | 511 | 1.9% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 26564 | |
| 0 | 511 | 1.9% |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 26564 | |
| 0 | 511 | 1.9% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 27075 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 26564 | |
| 0 | 511 | 1.9% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 27075 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 26564 | |
| 0 | 511 | 1.9% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 27075 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 26564 | |
| 0 | 511 | 1.9% |
developer
Categorical
| Distinct | 17113 |
|---|---|
| Distinct (%) | 63.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 211.6 KiB |
| Choice of Games | 94 |
|---|---|
| KOEI TECMO GAMES CO., LTD. | 72 |
| Ripknot Systems | 62 |
| Laush Dmitriy Sergeevich | 51 |
| Nikita "Ghost_RUS" | 50 |
| Other values (17108) |
Length
| Max length | 239 |
|---|---|
| Median length | 135 |
| Mean length | 14.891302 |
| Min length | 1 |
Characters and Unicode
| Total characters | 403182 |
|---|---|
| Distinct characters | 746 |
| Distinct categories | 18 ? |
| Distinct scripts | 9 ? |
| Distinct blocks | 14 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 13266 ? |
|---|---|
| Unique (%) | 49.0% |
Sample
| 1st row | Valve |
|---|---|
| 2nd row | Valve |
| 3rd row | Valve |
| 4th row | Valve |
| 5th row | Gearbox Software |
Common Values
| Value | Count | Frequency (%) |
| Choice of Games | 94 | 0.3% |
| KOEI TECMO GAMES CO., LTD. | 72 | 0.3% |
| Ripknot Systems | 62 | 0.2% |
| Laush Dmitriy Sergeevich | 51 | 0.2% |
| Nikita "Ghost_RUS" | 50 | 0.2% |
| Dexion Games | 45 | 0.2% |
| RewindApp | 43 | 0.2% |
| Hosted Games | 42 | 0.2% |
| Blender Games | 40 | 0.1% |
| For Kids | 36 | 0.1% |
| Other values (17103) | 26540 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| games | 4844 | 8.6% |
| studios | 1838 | 3.2% |
| studio | 1470 | 2.6% |
| entertainment | 753 | 1.3% |
| ltd | 750 | 1.3% |
| inc | 726 | 1.3% |
| interactive | 572 | 1.0% |
| llc | 561 | 1.0% |
| software | 534 | 0.9% |
| game | 477 | 0.8% |
| Other values (18037) | 44129 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 34354 | 8.5% |
| a | 29958 | 7.4% |
| 29599 | 7.3% | |
| i | 24441 | 6.1% |
| o | 23568 | 5.8% |
| t | 22112 | 5.5% |
| n | 19435 | 4.8% |
| r | 18855 | 4.7% |
| s | 18575 | 4.6% |
| m | 13322 | 3.3% |
| Other values (736) | 168963 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 286658 | |
| Uppercase Letter | 76152 | 18.9% |
| Space Separator | 29600 | 7.3% |
| Other Punctuation | 6074 | 1.5% |
| Decimal Number | 1819 | 0.5% |
| Other Letter | 1651 | 0.4% |
| Dash Punctuation | 580 | 0.1% |
| Close Punctuation | 190 | < 0.1% |
| Open Punctuation | 190 | < 0.1% |
| Connector Punctuation | 180 | < 0.1% |
| Other values (8) | 88 | < 0.1% |
Most frequent character per category
Other Letter
| Value | Count | Frequency (%) |
| 作 | 45 | 2.7% |
| 技 | 40 | 2.4% |
| 科 | 39 | 2.4% |
| 游 | 38 | 2.3% |
| 公 | 37 | 2.2% |
| 有 | 33 | 2.0% |
| 司 | 33 | 2.0% |
| 限 | 33 | 2.0% |
| 戏 | 33 | 2.0% |
| 工 | 32 | 1.9% |
| Other values (530) | 1288 |
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 34354 | |
| a | 29958 | |
| i | 24441 | 8.5% |
| o | 23568 | 8.2% |
| t | 22112 | 7.7% |
| n | 19435 | 6.8% |
| r | 18855 | 6.6% |
| s | 18575 | 6.5% |
| m | 13322 | 4.6% |
| l | 12026 | 4.2% |
| Other values (79) | 70012 |
Uppercase Letter
| Value | Count | Frequency (%) |
| S | 9751 | 12.8% |
| G | 8446 | 11.1% |
| C | 4718 | 6.2% |
| L | 4499 | 5.9% |
| A | 4265 | 5.6% |
| T | 3830 | 5.0% |
| M | 3795 | 5.0% |
| E | 3664 | 4.8% |
| D | 3514 | 4.6% |
| I | 3461 | 4.5% |
| Other values (45) | 26209 |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 2385 | |
| ; | 2248 | |
| , | 910 | 15.0% |
| ' | 181 | 3.0% |
| " | 124 | 2.0% |
| & | 77 | 1.3% |
| / | 50 | 0.8% |
| ! | 39 | 0.6% |
| : | 33 | 0.5% |
| @ | 12 | 0.2% |
| Other values (8) | 15 | 0.2% |
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 336 | |
| 3 | 298 | |
| 2 | 228 | |
| 7 | 199 | |
| 0 | 194 | |
| 4 | 185 | |
| 8 | 128 | 7.0% |
| 9 | 96 | 5.3% |
| 5 | 85 | 4.7% |
| 6 | 70 | 3.8% |
Other Symbol
| Value | Count | Frequency (%) |
| ™ | 28 | |
| ® | 13 | |
| ○ | 3 | 5.5% |
| △ | 3 | 5.5% |
| □ | 3 | 5.5% |
| ♂ | 2 | 3.6% |
| ° | 1 | 1.8% |
| © | 1 | 1.8% |
| ▲ | 1 | 1.8% |
Math Symbol
| Value | Count | Frequency (%) |
| + | 10 | |
| × | 4 | 20.0% |
| | | 4 | 20.0% |
| = | 1 | 5.0% |
| ∞ | 1 | 5.0% |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 179 | |
| ] | 7 | 3.7% |
| } | 3 | 1.6% |
| ） | 1 | 0.5% |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 179 | |
| [ | 7 | 3.7% |
| { | 3 | 1.6% |
| （ | 1 | 0.5% |
Space Separator
| Value | Count | Frequency (%) |
| 29599 | ||
| 1 | < 0.1% |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 579 | |
| – | 1 | 0.2% |
Final Punctuation
| Value | Count | Frequency (%) |
| ’ | 2 | |
| ” | 1 |
Connector Punctuation
| Value | Count | Frequency (%) |
| _ | 180 |
Modifier Letter
| Value | Count | Frequency (%) |
| ー | 4 |
Currency Symbol
| Value | Count | Frequency (%) |
| $ | 2 |
Modifier Symbol
| Value | Count | Frequency (%) |
| ` | 2 |
Format
| Value | Count | Frequency (%) |
| | 1 |
Initial Punctuation
| Value | Count | Frequency (%) |
| “ | 1 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 362608 | |
| Common | 38721 | 9.6% |
| Han | 1478 | 0.4% |
| Cyrillic | 199 | < 0.1% |
| Katakana | 91 | < 0.1% |
| Hiragana | 71 | < 0.1% |
| Arabic | 8 | < 0.1% |
| Greek | 3 | < 0.1% |
| Hangul | 3 | < 0.1% |
Most frequent character per script
Han
| Value | Count | Frequency (%) |
| 作 | 45 | 3.0% |
| 技 | 40 | 2.7% |
| 科 | 39 | 2.6% |
| 游 | 38 | 2.6% |
| 公 | 37 | 2.5% |
| 有 | 33 | 2.2% |
| 司 | 33 | 2.2% |
| 限 | 33 | 2.2% |
| 戏 | 33 | 2.2% |
| 工 | 32 | 2.2% |
| Other values (461) | 1115 |
Latin
| Value | Count | Frequency (%) |
| e | 34354 | 9.5% |
| a | 29958 | 8.3% |
| i | 24441 | 6.7% |
| o | 23568 | 6.5% |
| t | 22112 | 6.1% |
| n | 19435 | 5.4% |
| r | 18855 | 5.2% |
| s | 18575 | 5.1% |
| m | 13322 | 3.7% |
| l | 12026 | 3.3% |
| Other values (93) | 145962 |
Common
| Value | Count | Frequency (%) |
| 29599 | ||
| . | 2385 | 6.2% |
| ; | 2248 | 5.8% |
| , | 910 | 2.4% |
| - | 579 | 1.5% |
| 1 | 336 | 0.9% |
| 3 | 298 | 0.8% |
| 2 | 228 | 0.6% |
| 7 | 199 | 0.5% |
| 0 | 194 | 0.5% |
| Other values (52) | 1745 | 4.5% |
Cyrillic
| Value | Count | Frequency (%) |
| К | 22 | 11.1% |
| о | 19 | 9.5% |
| и | 18 | 9.0% |
| е | 18 | 9.0% |
| в | 10 | 5.0% |
| а | 10 | 5.0% |
| л | 9 | 4.5% |
| д | 8 | 4.0% |
| к | 8 | 4.0% |
| р | 8 | 4.0% |
| Other values (28) | 69 |
Katakana
| Value | Count | Frequency (%) |
| ン | 12 | 13.2% |
| リ | 8 | 8.8% |
| ス | 8 | 8.8% |
| ジ | 7 | 7.7% |
| ア | 7 | 7.7% |
| ラ | 4 | 4.4% |
| ム | 4 | 4.4% |
| パ | 3 | 3.3% |
| ャ | 3 | 3.3% |
| オ | 3 | 3.3% |
| Other values (22) | 32 |
Hiragana
| Value | Count | Frequency (%) |
| と | 7 | 9.9% |
| い | 6 | 8.5% |
| ん | 5 | 7.0% |
| そ | 5 | 7.0% |
| あ | 5 | 7.0% |
| る | 4 | 5.6% |
| ふ | 4 | 5.6% |
| ら | 4 | 5.6% |
| ぐ | 4 | 5.6% |
| み | 3 | 4.2% |
| Other values (16) | 24 |
Arabic
| Value | Count | Frequency (%) |
| ض | 1 | |
| ل | 1 | |
| ا | 1 | |
| ش | 1 | |
| ق | 1 | |
| ن | 1 | |
| و | 1 | |
| ء | 1 |
Greek
| Value | Count | Frequency (%) |
| α | 1 | |
| η | 1 | |
| π | 1 |
Hangul
| Value | Count | Frequency (%) |
| 림 | 1 | |
| 프 | 1 | |
| 수 | 1 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 400876 | |
| CJK | 1478 | 0.4% |
| None | 403 | 0.1% |
| Cyrillic | 199 | < 0.1% |
| Katakana | 95 | < 0.1% |
| Hiragana | 71 | < 0.1% |
| Letterlike Symbols | 28 | < 0.1% |
| Geometric Shapes | 10 | < 0.1% |
| Arabic | 8 | < 0.1% |
| Punctuation | 7 | < 0.1% |
| Other values (4) | 7 | < 0.1% |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 34354 | 8.6% |
| a | 29958 | 7.5% |
| 29599 | 7.4% | |
| i | 24441 | 6.1% |
| o | 23568 | 5.9% |
| t | 22112 | 5.5% |
| n | 19435 | 4.8% |
| r | 18855 | 4.7% |
| s | 18575 | 4.6% |
| m | 13322 | 3.3% |
| Other values (80) | 166657 |
None
| Value | Count | Frequency (%) |
| é | 62 | |
| ö | 40 | 9.9% |
| ä | 37 | 9.2% |
| ü | 29 | 7.2% |
| í | 22 | 5.5% |
| á | 15 | 3.7% |
| ł | 13 | 3.2% |
| ® | 13 | 3.2% |
| ç | 12 | 3.0% |
| š | 11 | 2.7% |
| Other values (53) | 149 |
CJK
| Value | Count | Frequency (%) |
| 作 | 45 | 3.0% |
| 技 | 40 | 2.7% |
| 科 | 39 | 2.6% |
| 游 | 38 | 2.6% |
| 公 | 37 | 2.5% |
| 有 | 33 | 2.2% |
| 司 | 33 | 2.2% |
| 限 | 33 | 2.2% |
| 戏 | 33 | 2.2% |
| 工 | 32 | 2.2% |
| Other values (461) | 1115 |
Letterlike Symbols
| Value | Count | Frequency (%) |
| ™ | 28 |
Cyrillic
| Value | Count | Frequency (%) |
| К | 22 | 11.1% |
| о | 19 | 9.5% |
| и | 18 | 9.0% |
| е | 18 | 9.0% |
| в | 10 | 5.0% |
| а | 10 | 5.0% |
| л | 9 | 4.5% |
| д | 8 | 4.0% |
| к | 8 | 4.0% |
| р | 8 | 4.0% |
| Other values (28) | 69 |
Katakana
| Value | Count | Frequency (%) |
| ン | 12 | 12.6% |
| リ | 8 | 8.4% |
| ス | 8 | 8.4% |
| ジ | 7 | 7.4% |
| ア | 7 | 7.4% |
| ー | 4 | 4.2% |
| ラ | 4 | 4.2% |
| ム | 4 | 4.2% |
| パ | 3 | 3.2% |
| ャ | 3 | 3.2% |
| Other values (23) | 35 |
Hiragana
| Value | Count | Frequency (%) |
| と | 7 | 9.9% |
| い | 6 | 8.5% |
| ん | 5 | 7.0% |
| そ | 5 | 7.0% |
| あ | 5 | 7.0% |
| る | 4 | 5.6% |
| ふ | 4 | 5.6% |
| ら | 4 | 5.6% |
| ぐ | 4 | 5.6% |
| み | 3 | 4.2% |
| Other values (16) | 24 |
Geometric Shapes
| Value | Count | Frequency (%) |
| ○ | 3 | |
| △ | 3 | |
| □ | 3 | |
| ▲ | 1 | 10.0% |
Punctuation
| Value | Count | Frequency (%) |
| ’ | 2 | |
| | 1 | |
| – | 1 | |
| • | 1 | |
| ” | 1 | |
| “ | 1 |
Misc Symbols
| Value | Count | Frequency (%) |
| ♂ | 2 |
Arabic
| Value | Count | Frequency (%) |
| ض | 1 | |
| ل | 1 | |
| ا | 1 | |
| ش | 1 | |
| ق | 1 | |
| ن | 1 | |
| و | 1 | |
| ء | 1 |
Math Operators
| Value | Count | Frequency (%) |
| ∞ | 1 |
IPA Ext
| Value | Count | Frequency (%) |
| ɛ | 1 |
Hangul
| Value | Count | Frequency (%) |
| 림 | 1 | |
| 프 | 1 | |
| 수 | 1 |
publisher
Categorical
| Distinct | 14354 |
|---|---|
| Distinct (%) | 53.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 211.6 KiB |
| Big Fish Games | 212 |
|---|---|
| Strategy First | 136 |
| Ubisoft | 111 |
| THQ Nordic | 98 |
| Square Enix | 97 |
| Other values (14349) |
Length
| Max length | 129 |
|---|---|
| Median length | 68 |
| Mean length | 14.423416 |
| Min length | 1 |
Characters and Unicode
| Total characters | 390514 |
|---|---|
| Distinct characters | 667 |
| Distinct categories | 17 ? |
| Distinct scripts | 9 ? |
| Distinct blocks | 12 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 11047 ? |
|---|---|
| Unique (%) | 40.8% |
Sample
| 1st row | Valve |
|---|---|
| 2nd row | Valve |
| 3rd row | Valve |
| 4th row | Valve |
| 5th row | Valve |
Common Values
| Value | Count | Frequency (%) |
| Big Fish Games | 212 | 0.8% |
| Strategy First | 136 | 0.5% |
| Ubisoft | 111 | 0.4% |
| THQ Nordic | 98 | 0.4% |
| Square Enix | 97 | 0.4% |
| Sekai Project | 96 | 0.4% |
| Choice of Games | 94 | 0.3% |
| 1C Entertainment | 88 | 0.3% |
| Dagestan Technology | 88 | 0.3% |
| SEGA | 78 | 0.3% |
| Other values (14344) | 25977 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| games | 4833 | 8.6% |
| studios | 1574 | 2.8% |
| studio | 1249 | 2.2% |
| entertainment | 1072 | 1.9% |
| ltd | 955 | 1.7% |
| interactive | 873 | 1.6% |
| inc | 738 | 1.3% |
| llc | 669 | 1.2% |
| digital | 525 | 0.9% |
| game | 409 | 0.7% |
| Other values (14505) | 42982 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 33831 | 8.7% |
| 29030 | 7.4% | |
| a | 28174 | 7.2% |
| i | 24787 | 6.3% |
| t | 22860 | 5.9% |
| o | 21046 | 5.4% |
| n | 19027 | 4.9% |
| s | 18053 | 4.6% |
| r | 18021 | 4.6% |
| m | 13023 | 3.3% |
| Other values (657) | 162662 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 277767 | |
| Uppercase Letter | 74662 | 19.1% |
| Space Separator | 29031 | 7.4% |
| Other Punctuation | 4891 | 1.3% |
| Decimal Number | 1780 | 0.5% |
| Other Letter | 1415 | 0.4% |
| Dash Punctuation | 408 | 0.1% |
| Close Punctuation | 163 | < 0.1% |
| Open Punctuation | 163 | < 0.1% |
| Connector Punctuation | 160 | < 0.1% |
| Other values (7) | 74 | < 0.1% |
Most frequent character per category
Other Letter
| Value | Count | Frequency (%) |
| 游 | 42 | 3.0% |
| 技 | 39 | 2.8% |
| 科 | 38 | 2.7% |
| 公 | 36 | 2.5% |
| 戏 | 35 | 2.5% |
| 限 | 34 | 2.4% |
| 有 | 34 | 2.4% |
| 司 | 34 | 2.4% |
| 作 | 32 | 2.3% |
| 室 | 21 | 1.5% |
| Other values (467) | 1070 |
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 33831 | |
| a | 28174 | |
| i | 24787 | 8.9% |
| t | 22860 | 8.2% |
| o | 21046 | 7.6% |
| n | 19027 | 6.8% |
| s | 18053 | 6.5% |
| r | 18021 | 6.5% |
| m | 13023 | 4.7% |
| l | 11261 | 4.1% |
| Other values (74) | 67684 |
Uppercase Letter
| Value | Count | Frequency (%) |
| S | 8957 | 12.0% |
| G | 8421 | 11.3% |
| L | 4629 | 6.2% |
| A | 4410 | 5.9% |
| C | 4271 | 5.7% |
| I | 3983 | 5.3% |
| D | 3804 | 5.1% |
| E | 3762 | 5.0% |
| M | 3728 | 5.0% |
| T | 3478 | 4.7% |
| Other values (40) | 25219 |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 2706 | |
| ; | 968 | 19.8% |
| , | 897 | 18.3% |
| ' | 137 | 2.8% |
| & | 68 | 1.4% |
| ! | 39 | 0.8% |
| / | 31 | 0.6% |
| : | 15 | 0.3% |
| " | 8 | 0.2% |
| @ | 7 | 0.1% |
| Other values (8) | 15 | 0.3% |
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 407 | |
| 3 | 248 | |
| 2 | 232 | |
| 0 | 190 | |
| 7 | 171 | |
| 4 | 156 | 8.8% |
| 8 | 150 | 8.4% |
| 5 | 110 | 6.2% |
| 9 | 75 | 4.2% |
| 6 | 41 | 2.3% |
Other Symbol
| Value | Count | Frequency (%) |
| ™ | 18 | |
| ® | 14 | |
| © | 2 | 5.4% |
| ♂ | 2 | 5.4% |
| ▲ | 1 | 2.7% |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 154 | |
| ） | 4 | 2.5% |
| } | 3 | 1.8% |
| ] | 2 | 1.2% |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 154 | |
| （ | 4 | 2.5% |
| { | 3 | 1.8% |
| [ | 2 | 1.2% |
Math Symbol
| Value | Count | Frequency (%) |
| + | 9 | |
| = | 1 | 8.3% |
| × | 1 | 8.3% |
| | | 1 | 8.3% |
Space Separator
| Value | Count | Frequency (%) |
| 29030 | ||
| 1 | < 0.1% |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 407 | |
| – | 1 | 0.2% |
Format
| Value | Count | Frequency (%) |
| | 1 | |
| | 1 |
Connector Punctuation
| Value | Count | Frequency (%) |
| _ | 160 |
Control
| Value | Count | Frequency (%) |
| 19 |
Modifier Letter
| Value | Count | Frequency (%) |
| ー | 2 |
Currency Symbol
| Value | Count | Frequency (%) |
| $ | 1 |
Modifier Symbol
| Value | Count | Frequency (%) |
| ` | 1 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 352244 | |
| Common | 36670 | 9.4% |
| Han | 1318 | 0.3% |
| Cyrillic | 183 | < 0.1% |
| Hiragana | 46 | < 0.1% |
| Katakana | 40 | < 0.1% |
| Arabic | 8 | < 0.1% |
| Hangul | 3 | < 0.1% |
| Greek | 2 | < 0.1% |
Most frequent character per script
Han
| Value | Count | Frequency (%) |
| 游 | 42 | 3.2% |
| 技 | 39 | 3.0% |
| 科 | 38 | 2.9% |
| 公 | 36 | 2.7% |
| 戏 | 35 | 2.7% |
| 限 | 34 | 2.6% |
| 有 | 34 | 2.6% |
| 司 | 34 | 2.6% |
| 作 | 32 | 2.4% |
| 室 | 21 | 1.6% |
| Other values (422) | 973 |
Latin
| Value | Count | Frequency (%) |
| e | 33831 | 9.6% |
| a | 28174 | 8.0% |
| i | 24787 | 7.0% |
| t | 22860 | 6.5% |
| o | 21046 | 6.0% |
| n | 19027 | 5.4% |
| s | 18053 | 5.1% |
| r | 18021 | 5.1% |
| m | 13023 | 3.7% |
| l | 11261 | 3.2% |
| Other values (89) | 142161 |
Common
| Value | Count | Frequency (%) |
| 29030 | ||
| . | 2706 | 7.4% |
| ; | 968 | 2.6% |
| , | 897 | 2.4% |
| 1 | 407 | 1.1% |
| - | 407 | 1.1% |
| 3 | 248 | 0.7% |
| 2 | 232 | 0.6% |
| 0 | 190 | 0.5% |
| 7 | 171 | 0.5% |
| Other values (46) | 1414 | 3.9% |
Cyrillic
| Value | Count | Frequency (%) |
| К | 39 | |
| и | 26 | |
| о | 24 | |
| е | 11 | 6.0% |
| а | 8 | 4.4% |
| в | 8 | 4.4% |
| г | 7 | 3.8% |
| л | 6 | 3.3% |
| с | 5 | 2.7% |
| к | 4 | 2.2% |
| Other values (23) | 45 |
Hiragana
| Value | Count | Frequency (%) |
| い | 6 | |
| と | 5 | |
| て | 5 | |
| き | 4 | |
| ふ | 3 | 6.5% |
| ら | 3 | 6.5% |
| ぐ | 3 | 6.5% |
| ん | 3 | 6.5% |
| く | 3 | 6.5% |
| ち | 2 | 4.3% |
| Other values (8) | 9 |
Katakana
| Value | Count | Frequency (%) |
| ン | 6 | |
| ム | 4 | |
| ジ | 4 | |
| オ | 3 | |
| ド | 3 | |
| ャ | 3 | |
| パ | 3 | |
| ラ | 3 | |
| ス | 2 | 5.0% |
| リ | 2 | 5.0% |
| Other values (6) | 7 |
Arabic
| Value | Count | Frequency (%) |
| ن | 1 | |
| ء | 1 | |
| و | 1 | |
| ض | 1 | |
| ل | 1 | |
| ا | 1 | |
| ش | 1 | |
| ق | 1 |
Hangul
| Value | Count | Frequency (%) |
| 림 | 1 | |
| 프 | 1 | |
| 수 | 1 |
Greek
| Value | Count | Frequency (%) |
| η | 1 | |
| α | 1 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 388601 | |
| CJK | 1318 | 0.3% |
| None | 287 | 0.1% |
| Cyrillic | 183 | < 0.1% |
| Hiragana | 46 | < 0.1% |
| Katakana | 42 | < 0.1% |
| Letterlike Symbols | 18 | < 0.1% |
| Arabic | 8 | < 0.1% |
| Punctuation | 5 | < 0.1% |
| Hangul | 3 | < 0.1% |
| Other values (2) | 3 | < 0.1% |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 33831 | 8.7% |
| 29030 | 7.5% | |
| a | 28174 | 7.3% |
| i | 24787 | 6.4% |
| t | 22860 | 5.9% |
| o | 21046 | 5.4% |
| n | 19027 | 4.9% |
| s | 18053 | 4.6% |
| r | 18021 | 4.6% |
| m | 13023 | 3.4% |
| Other values (81) | 160749 |
CJK
| Value | Count | Frequency (%) |
| 游 | 42 | 3.2% |
| 技 | 39 | 3.0% |
| 科 | 38 | 2.9% |
| 公 | 36 | 2.7% |
| 戏 | 35 | 2.7% |
| 限 | 34 | 2.6% |
| 有 | 34 | 2.6% |
| 司 | 34 | 2.6% |
| 作 | 32 | 2.4% |
| 室 | 21 | 1.6% |
| Other values (422) | 973 |
None
| Value | Count | Frequency (%) |
| é | 42 | 14.6% |
| ö | 21 | 7.3% |
| ä | 21 | 7.3% |
| ü | 21 | 7.3% |
| í | 15 | 5.2% |
| ® | 14 | 4.9% |
| ï | 13 | 4.5% |
| ç | 12 | 4.2% |
| š | 11 | 3.8% |
| ğ | 11 | 3.8% |
| Other values (48) | 106 |
Cyrillic
| Value | Count | Frequency (%) |
| К | 39 | |
| и | 26 | |
| о | 24 | |
| е | 11 | 6.0% |
| а | 8 | 4.4% |
| в | 8 | 4.4% |
| г | 7 | 3.8% |
| л | 6 | 3.3% |
| с | 5 | 2.7% |
| к | 4 | 2.2% |
| Other values (23) | 45 |
Letterlike Symbols
| Value | Count | Frequency (%) |
| ™ | 18 |
Katakana
| Value | Count | Frequency (%) |
| ン | 6 | |
| ム | 4 | |
| ジ | 4 | |
| オ | 3 | 7.1% |
| ド | 3 | 7.1% |
| ャ | 3 | 7.1% |
| パ | 3 | 7.1% |
| ラ | 3 | 7.1% |
| ス | 2 | 4.8% |
| ー | 2 | 4.8% |
| Other values (7) | 9 |
Hiragana
| Value | Count | Frequency (%) |
| い | 6 | |
| と | 5 | |
| て | 5 | |
| き | 4 | |
| ふ | 3 | 6.5% |
| ら | 3 | 6.5% |
| ぐ | 3 | 6.5% |
| ん | 3 | 6.5% |
| く | 3 | 6.5% |
| ち | 2 | 4.3% |
| Other values (8) | 9 |
Punctuation
| Value | Count | Frequency (%) |
| • | 2 | |
| | 1 | |
| – | 1 | |
| | 1 |
Misc Symbols
| Value | Count | Frequency (%) |
| ♂ | 2 |
Geometric Shapes
| Value | Count | Frequency (%) |
| ▲ | 1 |
Arabic
| Value | Count | Frequency (%) |
| ن | 1 | |
| ء | 1 | |
| و | 1 | |
| ض | 1 | |
| ل | 1 | |
| ا | 1 | |
| ش | 1 | |
| ق | 1 |
Hangul
| Value | Count | Frequency (%) |
| 림 | 1 | |
| 프 | 1 | |
| 수 | 1 |
platforms
Categorical
| Distinct | 7 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 211.6 KiB |
| windows | |
|---|---|
| windows;mac;linux | |
| windows;mac | |
| windows;linux | 610 |
| mac | 3 |
| Other values (2) | 2 |
Length
| Max length | 17 |
|---|---|
| Median length | 7 |
| Mean length | 9.3502862 |
| Min length | 3 |
Characters and Unicode
| Total characters | 253159 |
|---|---|
| Distinct characters | 13 |
| Distinct categories | 2 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 2 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | windows;mac;linux |
|---|---|
| 2nd row | windows;mac;linux |
| 3rd row | windows;mac;linux |
| 4th row | windows;mac;linux |
| 5th row | windows;mac;linux |
Common Values
| Value | Count | Frequency (%) |
| windows | 18398 | |
| windows;mac;linux | 4623 | 17.1% |
| windows;mac | 3439 | 12.7% |
| windows;linux | 610 | 2.3% |
| mac | 3 | < 0.1% |
| mac;linux | 1 | < 0.1% |
| linux | 1 | < 0.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| windows | 18398 | |
| windows;mac;linux | 4623 | 17.1% |
| windows;mac | 3439 | 12.7% |
| windows;linux | 610 | 2.3% |
| mac | 3 | < 0.1% |
| mac;linux | 1 | < 0.1% |
| linux | 1 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| w | 54140 | |
| i | 32305 | |
| n | 32305 | |
| d | 27070 | |
| o | 27070 | |
| s | 27070 | |
| ; | 13296 | 5.3% |
| m | 8066 | 3.2% |
| a | 8066 | 3.2% |
| c | 8066 | 3.2% |
| Other values (3) | 15705 | 6.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 239863 | |
| Other Punctuation | 13296 | 5.3% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| w | 54140 | |
| i | 32305 | |
| n | 32305 | |
| d | 27070 | |
| o | 27070 | |
| s | 27070 | |
| m | 8066 | 3.4% |
| a | 8066 | 3.4% |
| c | 8066 | 3.4% |
| l | 5235 | 2.2% |
| Other values (2) | 10470 | 4.4% |
Other Punctuation
| Value | Count | Frequency (%) |
| ; | 13296 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 239863 | |
| Common | 13296 | 5.3% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| w | 54140 | |
| i | 32305 | |
| n | 32305 | |
| d | 27070 | |
| o | 27070 | |
| s | 27070 | |
| m | 8066 | 3.4% |
| a | 8066 | 3.4% |
| c | 8066 | 3.4% |
| l | 5235 | 2.2% |
| Other values (2) | 10470 | 4.4% |
Common
| Value | Count | Frequency (%) |
| ; | 13296 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 253159 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| w | 54140 | |
| i | 32305 | |
| n | 32305 | |
| d | 27070 | |
| o | 27070 | |
| s | 27070 | |
| ; | 13296 | 5.3% |
| m | 8066 | 3.2% |
| a | 8066 | 3.2% |
| c | 8066 | 3.2% |
| Other values (3) | 15705 | 6.2% |
required_age
Real number (ℝ)
| Distinct | 6 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.35490305 |
| Minimum | 0 |
|---|---|
| Maximum | 18 |
| Zeros | 26479 |
| Zeros (%) | 97.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 211.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 18 |
| Range | 18 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 2.4060444 |
|---|---|
| Coefficient of variation (CV) | 6.7794415 |
| Kurtosis | 44.100757 |
| Mean | 0.35490305 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 6.7496895 |
| Sum | 9609 |
| Variance | 5.7890499 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=6)
| Value | Count | Frequency (%) |
| 0 | 26479 | |
| 18 | 308 | 1.1% |
| 16 | 192 | 0.7% |
| 12 | 73 | 0.3% |
| 7 | 12 | < 0.1% |
| 3 | 11 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 26479 | |
| 3 | 11 | < 0.1% |
| 7 | 12 | < 0.1% |
| 12 | 73 | 0.3% |
| 16 | 192 | 0.7% |
| 18 | 308 | 1.1% |
| Value | Count | Frequency (%) |
| 18 | 308 | 1.1% |
| 16 | 192 | 0.7% |
| 12 | 73 | 0.3% |
| 7 | 12 | < 0.1% |
| 3 | 11 | < 0.1% |
| 0 | 26479 |
categories
Categorical
| Distinct | 3333 |
|---|---|
| Distinct (%) | 12.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 211.6 KiB |
| Single-player | |
|---|---|
| Single-player;Steam Achievements | |
| Single-player;Steam Achievements;Steam Trading Cards | 848 |
| Single-player;Partial Controller Support | 804 |
| Single-player;Steam Trading Cards | 792 |
| Other values (3328) |
Length
| Max length | 299 |
|---|---|
| Median length | 264 |
| Mean length | 55.001736 |
| Min length | 3 |
Characters and Unicode
| Total characters | 1489172 |
|---|---|
| Distinct characters | 46 |
| Distinct categories | 8 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 2143 ? |
|---|---|
| Unique (%) | 7.9% |
Sample
| 1st row | Multi-player;Online Multi-Player;Local Multi-Player;Valve Anti-Cheat enabled |
|---|---|
| 2nd row | Multi-player;Online Multi-Player;Local Multi-Player;Valve Anti-Cheat enabled |
| 3rd row | Multi-player;Valve Anti-Cheat enabled |
| 4th row | Multi-player;Online Multi-Player;Local Multi-Player;Valve Anti-Cheat enabled |
| 5th row | Single-player;Multi-player;Valve Anti-Cheat enabled |
Common Values
| Value | Count | Frequency (%) |
| Single-player | 6110 | |
| Single-player;Steam Achievements | 2334 | 8.6% |
| Single-player;Steam Achievements;Steam Trading Cards | 848 | 3.1% |
| Single-player;Partial Controller Support | 804 | 3.0% |
| Single-player;Steam Trading Cards | 792 | 2.9% |
| Single-player;Steam Achievements;Steam Cloud | 653 | 2.4% |
| Single-player;Steam Achievements;Steam Trading Cards;Steam Cloud | 652 | 2.4% |
| Single-player;Steam Achievements;Full controller support;Steam Trading Cards;Steam Cloud | 585 | 2.2% |
| Single-player;Full controller support | 562 | 2.1% |
| Single-player;Steam Achievements;Full controller support | 477 | 1.8% |
| Other values (3323) | 13258 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| single-player;steam | 12467 | 12.2% |
| controller | 9929 | 9.7% |
| trading | 7918 | 7.7% |
| single-player | 6110 | 6.0% |
| support;steam | 5384 | 5.3% |
| achievements;steam | 5234 | 5.1% |
| cloud | 4720 | 4.6% |
| achievements;full | 4420 | 4.3% |
| support | 4093 | 4.0% |
| cards;steam | 3342 | 3.3% |
| Other values (266) | 38586 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 169801 | 11.4% |
| l | 127017 | 8.5% |
| a | 112003 | 7.5% |
| r | 101134 | 6.8% |
| t | 90560 | 6.1% |
| 75128 | 5.0% | |
| S | 72253 | 4.9% |
| n | 69863 | 4.7% |
| i | 69773 | 4.7% |
| ; | 62651 | 4.2% |
| Other values (36) | 538989 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 1149993 | |
| Uppercase Letter | 159775 | 10.7% |
| Space Separator | 75128 | 5.0% |
| Other Punctuation | 64803 | 4.4% |
| Dash Punctuation | 39470 | 2.7% |
| Open Punctuation | 1 | < 0.1% |
| Decimal Number | 1 | < 0.1% |
| Close Punctuation | 1 | < 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 169801 | |
| l | 127017 | |
| a | 112003 | |
| r | 101134 | |
| t | 90560 | 7.9% |
| n | 69863 | 6.1% |
| i | 69773 | 6.1% |
| p | 60054 | 5.2% |
| o | 57113 | 5.0% |
| m | 49205 | 4.3% |
| Other values (12) | 243470 |
Uppercase Letter
| Value | Count | Frequency (%) |
| S | 72253 | |
| C | 25302 | 15.8% |
| A | 14914 | 9.3% |
| P | 10107 | 6.3% |
| M | 10002 | 6.3% |
| T | 7981 | 5.0% |
| L | 6114 | 3.8% |
| F | 5695 | 3.6% |
| O | 3979 | 2.5% |
| I | 1761 | 1.1% |
| Other values (7) | 1667 | 1.0% |
Other Punctuation
| Value | Count | Frequency (%) |
| ; | 62651 | |
| / | 2152 | 3.3% |
Space Separator
| Value | Count | Frequency (%) |
| 75128 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 39470 |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 1 |
Decimal Number
| Value | Count | Frequency (%) |
| 2 | 1 |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 1 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 1309768 | |
| Common | 179404 | 12.0% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 169801 | |
| l | 127017 | 9.7% |
| a | 112003 | 8.6% |
| r | 101134 | 7.7% |
| t | 90560 | 6.9% |
| S | 72253 | 5.5% |
| n | 69863 | 5.3% |
| i | 69773 | 5.3% |
| p | 60054 | 4.6% |
| o | 57113 | 4.4% |
| Other values (29) | 380197 |
Common
| Value | Count | Frequency (%) |
| 75128 | ||
| ; | 62651 | |
| - | 39470 | |
| / | 2152 | 1.2% |
| ( | 1 | < 0.1% |
| 2 | 1 | < 0.1% |
| ) | 1 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1489172 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 169801 | 11.4% |
| l | 127017 | 8.5% |
| a | 112003 | 7.5% |
| r | 101134 | 6.8% |
| t | 90560 | 6.1% |
| 75128 | 5.0% | |
| S | 72253 | 4.9% |
| n | 69863 | 4.7% |
| i | 69773 | 4.7% |
| ; | 62651 | 4.2% |
| Other values (36) | 538989 |
genres
Categorical
| Distinct | 1552 |
|---|---|
| Distinct (%) | 5.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 211.6 KiB |
| Action;Indie | 1852 |
|---|---|
| Casual;Indie | 1482 |
| Action;Adventure;Indie | 1229 |
| Adventure;Indie | 1170 |
| Action;Casual;Indie | 1004 |
| Other values (1547) |
Length
| Max length | 210 |
|---|---|
| Median length | 102 |
| Mean length | 21.503786 |
| Min length | 3 |
Characters and Unicode
| Total characters | 582215 |
|---|---|
| Distinct characters | 41 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 754 ? |
|---|---|
| Unique (%) | 2.8% |
Sample
| 1st row | Action |
|---|---|
| 2nd row | Action |
| 3rd row | Action |
| 4th row | Action |
| 5th row | Action |
Common Values
| Value | Count | Frequency (%) |
| Action;Indie | 1852 | 6.8% |
| Casual;Indie | 1482 | 5.5% |
| Action;Adventure;Indie | 1229 | 4.5% |
| Adventure;Indie | 1170 | 4.3% |
| Action;Casual;Indie | 1004 | 3.7% |
| Action | 843 | 3.1% |
| Adventure;Casual;Indie | 801 | 3.0% |
| Indie | 759 | 2.8% |
| Casual | 560 | 2.1% |
| Adventure | 535 | 2.0% |
| Other values (1542) | 16840 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| access | 2953 | 8.5% |
| action;indie | 1852 | 5.3% |
| to | 1704 | 4.9% |
| casual;indie | 1482 | 4.2% |
| action;adventure;indie | 1229 | 3.5% |
| adventure;indie | 1170 | 3.4% |
| action;casual;indie | 1004 | 2.9% |
| action | 843 | 2.4% |
| adventure;casual;indie | 801 | 2.3% |
| indie | 759 | 2.2% |
| Other values (1165) | 21095 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 54888 | 9.4% |
| n | 49568 | 8.5% |
| ; | 49387 | 8.5% |
| i | 46474 | 8.0% |
| t | 43714 | 7.5% |
| a | 38532 | 6.6% |
| d | 29995 | 5.2% |
| u | 26940 | 4.6% |
| A | 25003 | 4.3% |
| l | 23764 | 4.1% |
| Other values (31) | 193950 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 433814 | |
| Uppercase Letter | 91031 | 15.6% |
| Other Punctuation | 49553 | 8.5% |
| Space Separator | 7817 | 1.3% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 54888 | |
| n | 49568 | |
| i | 46474 | |
| t | 43714 | |
| a | 38532 | |
| d | 29995 | |
| u | 26940 | 6.2% |
| l | 23764 | 5.5% |
| r | 22737 | 5.2% |
| o | 22325 | 5.1% |
| Other values (12) | 74877 |
Uppercase Letter
| Value | Count | Frequency (%) |
| A | 25003 | |
| I | 19508 | |
| S | 12039 | |
| C | 10455 | |
| P | 6122 | 6.7% |
| R | 5335 | 5.9% |
| G | 4865 | 5.3% |
| E | 3017 | 3.3% |
| F | 1704 | 1.9% |
| M | 1525 | 1.7% |
| Other values (6) | 1458 | 1.6% |
Other Punctuation
| Value | Count | Frequency (%) |
| ; | 49387 | |
| & | 166 | 0.3% |
Space Separator
| Value | Count | Frequency (%) |
| 7817 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 524845 | |
| Common | 57370 | 9.9% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 54888 | 10.5% |
| n | 49568 | 9.4% |
| i | 46474 | 8.9% |
| t | 43714 | 8.3% |
| a | 38532 | 7.3% |
| d | 29995 | 5.7% |
| u | 26940 | 5.1% |
| A | 25003 | 4.8% |
| l | 23764 | 4.5% |
| r | 22737 | 4.3% |
| Other values (28) | 163230 |
Common
| Value | Count | Frequency (%) |
| ; | 49387 | |
| 7817 | 13.6% | |
| & | 166 | 0.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 582215 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 54888 | 9.4% |
| n | 49568 | 8.5% |
| ; | 49387 | 8.5% |
| i | 46474 | 8.0% |
| t | 43714 | 7.5% |
| a | 38532 | 6.6% |
| d | 29995 | 5.2% |
| u | 26940 | 4.6% |
| A | 25003 | 4.3% |
| l | 23764 | 4.1% |
| Other values (31) | 193950 |
steamspy_tags
Categorical
| Distinct | 6423 |
|---|---|
| Distinct (%) | 23.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 211.6 KiB |
| Action;Indie;Casual | 845 |
|---|---|
| Action;Adventure;Indie | 714 |
| Early Access;Action;Indie | 507 |
| Adventure;Indie;Casual | 442 |
| Indie;Casual | 378 |
| Other values (6418) |
Length
| Max length | 59 |
|---|---|
| Median length | 54 |
| Mean length | 23.053629 |
| Min length | 3 |
Characters and Unicode
| Total characters | 624177 |
|---|---|
| Distinct characters | 66 |
| Distinct categories | 6 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 4264 ? |
|---|---|
| Unique (%) | 15.7% |
Sample
| 1st row | Action;FPS;Multiplayer |
|---|---|
| 2nd row | Action;FPS;Multiplayer |
| 3rd row | FPS;World War II;Multiplayer |
| 4th row | Action;FPS;Multiplayer |
| 5th row | FPS;Action;Sci-fi |
Common Values
| Value | Count | Frequency (%) |
| Action;Indie;Casual | 845 | 3.1% |
| Action;Adventure;Indie | 714 | 2.6% |
| Early Access;Action;Indie | 507 | 1.9% |
| Adventure;Indie;Casual | 442 | 1.6% |
| Indie;Casual | 378 | 1.4% |
| Action;Indie;Adventure | 328 | 1.2% |
| Action;Indie | 290 | 1.1% |
| Adventure;Casual;Hidden Object | 244 | 0.9% |
| Indie;Casual;Puzzle | 236 | 0.9% |
| Indie;Casual;Simulation | 229 | 0.8% |
| Other values (6413) | 22862 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| early | 2955 | 7.2% |
| to | 1662 | 4.1% |
| free | 1207 | 2.9% |
| action;indie;casual | 845 | 2.1% |
| action;adventure;indie | 714 | 1.7% |
| 628 | 1.5% | |
| access;action;indie | 507 | 1.2% |
| adventure;indie;casual | 442 | 1.1% |
| object | 380 | 0.9% |
| indie;casual | 378 | 0.9% |
| Other values (6335) | 31312 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 57628 | 9.2% |
| ; | 50927 | 8.2% |
| n | 45956 | 7.4% |
| i | 45537 | 7.3% |
| t | 42435 | 6.8% |
| a | 39782 | 6.4% |
| r | 28288 | 4.5% |
| d | 28077 | 4.5% |
| l | 27633 | 4.4% |
| o | 26503 | 4.2% |
| Other values (56) | 231411 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 457438 | |
| Uppercase Letter | 99152 | 15.9% |
| Other Punctuation | 51855 | 8.3% |
| Space Separator | 13957 | 2.2% |
| Dash Punctuation | 1197 | 0.2% |
| Decimal Number | 578 | 0.1% |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| A | 22111 | |
| I | 16637 | |
| S | 11773 | |
| C | 10409 | |
| P | 8702 | 8.8% |
| R | 5675 | 5.7% |
| G | 4434 | 4.5% |
| E | 3426 | 3.5% |
| F | 3042 | 3.1% |
| M | 2472 | 2.5% |
| Other values (16) | 10471 |
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 57628 | |
| n | 45956 | |
| i | 45537 | |
| t | 42435 | |
| a | 39782 | |
| r | 28288 | 6.2% |
| d | 28077 | 6.1% |
| l | 27633 | 6.0% |
| o | 26503 | 5.8% |
| u | 25270 | 5.5% |
| Other values (15) | 90329 |
Decimal Number
| Value | Count | Frequency (%) |
| 2 | 205 | |
| 3 | 168 | |
| 4 | 110 | |
| 0 | 45 | 7.8% |
| 9 | 20 | 3.5% |
| 1 | 13 | 2.2% |
| 6 | 10 | 1.7% |
| 8 | 6 | 1.0% |
| 5 | 1 | 0.2% |
Other Punctuation
| Value | Count | Frequency (%) |
| ; | 50927 | |
| & | 628 | 1.2% |
| ' | 299 | 0.6% |
| . | 1 | < 0.1% |
Space Separator
| Value | Count | Frequency (%) |
| 13957 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 1197 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 556590 | |
| Common | 67587 | 10.8% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 57628 | 10.4% |
| n | 45956 | 8.3% |
| i | 45537 | 8.2% |
| t | 42435 | 7.6% |
| a | 39782 | 7.1% |
| r | 28288 | 5.1% |
| d | 28077 | 5.0% |
| l | 27633 | 5.0% |
| o | 26503 | 4.8% |
| u | 25270 | 4.5% |
| Other values (41) | 189481 |
Common
| Value | Count | Frequency (%) |
| ; | 50927 | |
| 13957 | 20.7% | |
| - | 1197 | 1.8% |
| & | 628 | 0.9% |
| ' | 299 | 0.4% |
| 2 | 205 | 0.3% |
| 3 | 168 | 0.2% |
| 4 | 110 | 0.2% |
| 0 | 45 | 0.1% |
| 9 | 20 | < 0.1% |
| Other values (5) | 31 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 624177 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 57628 | 9.2% |
| ; | 50927 | 8.2% |
| n | 45956 | 7.4% |
| i | 45537 | 7.3% |
| t | 42435 | 6.8% |
| a | 39782 | 6.4% |
| r | 28288 | 4.5% |
| d | 28077 | 4.5% |
| l | 27633 | 4.4% |
| o | 26503 | 4.2% |
| Other values (56) | 231411 |
achievements
Real number (ℝ)
| Distinct | 410 |
|---|---|
| Distinct (%) | 1.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 45.248864 |
| Minimum | 0 |
|---|---|
| Maximum | 9821 |
| Zeros | 11864 |
| Zeros (%) | 43.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 211.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 7 |
| Q3 | 23 |
| 95-th percentile | 67 |
| Maximum | 9821 |
| Range | 9821 |
| Interquartile range (IQR) | 23 |
Descriptive statistics
| Standard deviation | 352.67028 |
|---|---|
| Coefficient of variation (CV) | 7.794014 |
| Kurtosis | 191.19117 |
| Mean | 45.248864 |
| Median Absolute Deviation (MAD) | 7 |
| Skewness | 13.431021 |
| Sum | 1225113 |
| Variance | 124376.33 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 11864 | |
| 10 | 679 | 2.5% |
| 12 | 618 | 2.3% |
| 20 | 574 | 2.1% |
| 15 | 490 | 1.8% |
| 13 | 474 | 1.8% |
| 11 | 442 | 1.6% |
| 8 | 434 | 1.6% |
| 16 | 418 | 1.5% |
| 14 | 418 | 1.5% |
| Other values (400) | 10664 |
| Value | Count | Frequency (%) |
| 0 | 11864 | |
| 1 | 266 | 1.0% |
| 2 | 97 | 0.4% |
| 3 | 140 | 0.5% |
| 4 | 209 | 0.8% |
| 5 | 363 | 1.3% |
| 6 | 367 | 1.4% |
| 7 | 340 | 1.3% |
| 8 | 434 | 1.6% |
| 9 | 390 | 1.4% |
| Value | Count | Frequency (%) |
| 9821 | 1 | < 0.1% |
| 5394 | 1 | < 0.1% |
| 5000 | 96 | |
| 4999 | 1 | < 0.1% |
| 4997 | 1 | < 0.1% |
| 4996 | 1 | < 0.1% |
| 4989 | 1 | < 0.1% |
| 4987 | 2 | < 0.1% |
| 4981 | 1 | < 0.1% |
| 4979 | 1 | < 0.1% |
positive_ratings
Real number (ℝ)
HIGH CORRELATION SKEWED ZEROS
| Distinct | 2800 |
|---|---|
| Distinct (%) | 10.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1000.5585 |
| Minimum | 0 |
|---|---|
| Maximum | 2644404 |
| Zeros | 667 |
| Zeros (%) | 2.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 211.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 6 |
| median | 24 |
| Q3 | 126 |
| 95-th percentile | 2132.6 |
| Maximum | 2644404 |
| Range | 2644404 |
| Interquartile range (IQR) | 120 |
Descriptive statistics
| Standard deviation | 18988.724 |
|---|---|
| Coefficient of variation (CV) | 18.978125 |
| Kurtosis | 14087.497 |
| Mean | 1000.5585 |
| Median Absolute Deviation (MAD) | 22 |
| Skewness | 106.11239 |
| Sum | 27090122 |
| Variance | 3.6057166 × 108 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1 | 1484 | 5.5% |
| 2 | 1151 | 4.3% |
| 3 | 1097 | 4.1% |
| 4 | 896 | 3.3% |
| 5 | 762 | 2.8% |
| 6 | 750 | 2.8% |
| 0 | 667 | 2.5% |
| 7 | 650 | 2.4% |
| 8 | 625 | 2.3% |
| 9 | 534 | 2.0% |
| Other values (2790) | 18459 |
| Value | Count | Frequency (%) |
| 0 | 667 | |
| 1 | 1484 | |
| 2 | 1151 | |
| 3 | 1097 | |
| 4 | 896 | |
| 5 | 762 | |
| 6 | 750 | |
| 7 | 650 | |
| 8 | 625 | |
| 9 | 534 | 2.0% |
| Value | Count | Frequency (%) |
| 2644404 | 1 | |
| 863507 | 1 | |
| 515879 | 1 | |
| 496184 | 1 | |
| 363721 | 1 | |
| 329061 | 1 | |
| 308657 | 1 | |
| 292574 | 1 | |
| 255600 | 1 | |
| 251789 | 1 |
negative_ratings
Real number (ℝ)
HIGH CORRELATION SKEWED ZEROS
| Distinct | 1492 |
|---|---|
| Distinct (%) | 5.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 211.02715 |
| Minimum | 0 |
|---|---|
| Maximum | 487076 |
| Zeros | 2906 |
| Zeros (%) | 10.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 211.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 2 |
| median | 9 |
| Q3 | 42 |
| 95-th percentile | 476.3 |
| Maximum | 487076 |
| Range | 487076 |
| Interquartile range (IQR) | 40 |
Descriptive statistics
| Standard deviation | 4284.9385 |
|---|---|
| Coefficient of variation (CV) | 20.305153 |
| Kurtosis | 9124.8785 |
| Mean | 211.02715 |
| Median Absolute Deviation (MAD) | 8 |
| Skewness | 88.638849 |
| Sum | 5713560 |
| Variance | 18360698 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 2906 | 10.7% |
| 1 | 2748 | 10.1% |
| 2 | 1907 | 7.0% |
| 3 | 1503 | 5.6% |
| 4 | 1182 | 4.4% |
| 5 | 981 | 3.6% |
| 6 | 853 | 3.2% |
| 7 | 652 | 2.4% |
| 8 | 635 | 2.3% |
| 9 | 541 | 2.0% |
| Other values (1482) | 13167 |
| Value | Count | Frequency (%) |
| 0 | 2906 | |
| 1 | 2748 | |
| 2 | 1907 | |
| 3 | 1503 | |
| 4 | 1182 | |
| 5 | 981 | 3.6% |
| 6 | 853 | 3.2% |
| 7 | 652 | 2.4% |
| 8 | 635 | 2.3% |
| 9 | 541 | 2.0% |
| Value | Count | Frequency (%) |
| 487076 | 1 | |
| 402313 | 1 | |
| 142079 | 1 | |
| 139308 | 1 | |
| 91664 | 1 | |
| 77169 | 1 | |
| 66603 | 1 | |
| 59620 | 1 | |
| 56523 | 1 | |
| 56488 | 1 |
average_playtime
Real number (ℝ)
HIGH CORRELATION SKEWED ZEROS
| Distinct | 1345 |
|---|---|
| Distinct (%) | 5.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 149.80495 |
| Minimum | 0 |
|---|---|
| Maximum | 190625 |
| Zeros | 20905 |
| Zeros (%) | 77.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 211.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 413 |
| Maximum | 190625 |
| Range | 190625 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1827.0381 |
|---|---|
| Coefficient of variation (CV) | 12.196113 |
| Kurtosis | 5082.4693 |
| Mean | 149.80495 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 59.52656 |
| Sum | 4055969 |
| Variance | 3338068.4 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 20905 | |
| 1 | 156 | 0.6% |
| 3 | 73 | 0.3% |
| 2 | 58 | 0.2% |
| 9 | 56 | 0.2% |
| 6 | 44 | 0.2% |
| 5 | 43 | 0.2% |
| 4 | 42 | 0.2% |
| 8 | 36 | 0.1% |
| 13 | 36 | 0.1% |
| Other values (1335) | 5626 | 20.8% |
| Value | Count | Frequency (%) |
| 0 | 20905 | |
| 1 | 156 | 0.6% |
| 2 | 58 | 0.2% |
| 3 | 73 | 0.3% |
| 4 | 42 | 0.2% |
| 5 | 43 | 0.2% |
| 6 | 44 | 0.2% |
| 7 | 36 | 0.1% |
| 8 | 36 | 0.1% |
| 9 | 56 | 0.2% |
| Value | Count | Frequency (%) |
| 190625 | 1 | |
| 95245 | 1 | |
| 95242 | 1 | |
| 63481 | 1 | |
| 55204 | 1 | |
| 54618 | 1 | |
| 44169 | 1 | |
| 43632 | 1 | |
| 43074 | 1 | |
| 38805 | 1 |
median_playtime
Real number (ℝ)
HIGH CORRELATION SKEWED ZEROS
| Distinct | 1312 |
|---|---|
| Distinct (%) | 4.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 146.05603 |
| Minimum | 0 |
|---|---|
| Maximum | 190625 |
| Zeros | 20905 |
| Zeros (%) | 77.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 211.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 408 |
| Maximum | 190625 |
| Range | 190625 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 2353.8801 |
|---|---|
| Coefficient of variation (CV) | 16.116281 |
| Kurtosis | 4894.4417 |
| Mean | 146.05603 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 64.369367 |
| Sum | 3954467 |
| Variance | 5540751.4 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 20905 | |
| 1 | 155 | 0.6% |
| 3 | 72 | 0.3% |
| 2 | 52 | 0.2% |
| 9 | 48 | 0.2% |
| 5 | 42 | 0.2% |
| 6 | 41 | 0.2% |
| 4 | 41 | 0.2% |
| 8 | 39 | 0.1% |
| 14 | 38 | 0.1% |
| Other values (1302) | 5642 | 20.8% |
| Value | Count | Frequency (%) |
| 0 | 20905 | |
| 1 | 155 | 0.6% |
| 2 | 52 | 0.2% |
| 3 | 72 | 0.3% |
| 4 | 41 | 0.2% |
| 5 | 42 | 0.2% |
| 6 | 41 | 0.2% |
| 7 | 34 | 0.1% |
| 8 | 39 | 0.1% |
| 9 | 48 | 0.2% |
| Value | Count | Frequency (%) |
| 190625 | 1 | |
| 190489 | 1 | |
| 190445 | 1 | |
| 86148 | 1 | |
| 71857 | 1 | |
| 63490 | 1 | |
| 55204 | 1 | |
| 54618 | 1 | |
| 44169 | 1 | |
| 38805 | 1 |
owners
Categorical
HIGH CORRELATION IMBALANCE
| Distinct | 13 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 211.6 KiB |
| 0-20000 | |
|---|---|
| 20000-50000 | |
| 50000-100000 | 1695 |
| 100000-200000 | 1386 |
| 200000-500000 | 1272 |
| Other values (8) | 1067 |
Length
| Max length | 19 |
|---|---|
| Median length | 7 |
| Mean length | 8.6541459 |
| Min length | 7 |
Characters and Unicode
| Total characters | 234311 |
|---|---|
| Distinct characters | 5 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | 10000000-20000000 |
|---|---|
| 2nd row | 5000000-10000000 |
| 3rd row | 5000000-10000000 |
| 4th row | 5000000-10000000 |
| 5th row | 5000000-10000000 |
Common Values
| Value | Count | Frequency (%) |
| 0-20000 | 18596 | |
| 20000-50000 | 3059 | 11.3% |
| 50000-100000 | 1695 | 6.3% |
| 100000-200000 | 1386 | 5.1% |
| 200000-500000 | 1272 | 4.7% |
| 500000-1000000 | 513 | 1.9% |
| 1000000-2000000 | 288 | 1.1% |
| 2000000-5000000 | 193 | 0.7% |
| 5000000-10000000 | 46 | 0.2% |
| 10000000-20000000 | 21 | 0.1% |
| Other values (3) | 6 | < 0.1% |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| 0-20000 | 18596 | |
| 20000-50000 | 3059 | 11.3% |
| 50000-100000 | 1695 | 6.3% |
| 100000-200000 | 1386 | 5.1% |
| 200000-500000 | 1272 | 4.7% |
| 500000-1000000 | 513 | 1.9% |
| 1000000-2000000 | 288 | 1.1% |
| 2000000-5000000 | 193 | 0.7% |
| 5000000-10000000 | 46 | 0.2% |
| 10000000-20000000 | 21 | 0.1% |
| Other values (3) | 6 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 171682 | |
| - | 27075 | 11.6% |
| 2 | 24819 | 10.6% |
| 5 | 6783 | 2.9% |
| 1 | 3952 | 1.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 207236 | |
| Dash Punctuation | 27075 | 11.6% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 171682 | |
| 2 | 24819 | 12.0% |
| 5 | 6783 | 3.3% |
| 1 | 3952 | 1.9% |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 27075 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 234311 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 171682 | |
| - | 27075 | 11.6% |
| 2 | 24819 | 10.6% |
| 5 | 6783 | 2.9% |
| 1 | 3952 | 1.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 234311 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 171682 | |
| - | 27075 | 11.6% |
| 2 | 24819 | 10.6% |
| 5 | 6783 | 2.9% |
| 1 | 3952 | 1.7% |
price
Real number (ℝ)
| Distinct | 282 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.0781932 |
| Minimum | 0 |
|---|---|
| Maximum | 421.99 |
| Zeros | 2560 |
| Zeros (%) | 9.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 211.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1.69 |
| median | 3.99 |
| Q3 | 7.19 |
| 95-th percentile | 16.99 |
| Maximum | 421.99 |
| Range | 421.99 |
| Interquartile range (IQR) | 5.5 |
Descriptive statistics
| Standard deviation | 7.8749223 |
|---|---|
| Coefficient of variation (CV) | 1.2956025 |
| Kurtosis | 420.81714 |
| Mean | 6.0781932 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | 11.732951 |
| Sum | 164567.08 |
| Variance | 62.014401 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 3.99 | 3211 | 11.9% |
| 0.79 | 2892 | 10.7% |
| 0 | 2560 | 9.5% |
| 6.99 | 2050 | 7.6% |
| 7.19 | 1304 | 4.8% |
| 1.69 | 1276 | 4.7% |
| 2.09 | 1040 | 3.8% |
| 4.79 | 847 | 3.1% |
| 10.99 | 843 | 3.1% |
| 2.89 | 793 | 2.9% |
| Other values (272) | 10259 |
| Value | Count | Frequency (%) |
| 0 | 2560 | |
| 0.32 | 1 | < 0.1% |
| 0.49 | 1 | < 0.1% |
| 0.59 | 1 | < 0.1% |
| 0.72 | 6 | < 0.1% |
| 0.74 | 2 | < 0.1% |
| 0.75 | 2 | < 0.1% |
| 0.77 | 1 | < 0.1% |
| 0.78 | 25 | 0.1% |
| 0.79 | 2892 |
| Value | Count | Frequency (%) |
| 421.99 | 1 | < 0.1% |
| 303.99 | 1 | < 0.1% |
| 209.99 | 1 | < 0.1% |
| 154.99 | 7 | |
| 114.99 | 1 | < 0.1% |
| 98.99 | 1 | < 0.1% |
| 95.99 | 1 | < 0.1% |
| 79.99 | 1 | < 0.1% |
| 78.99 | 2 | < 0.1% |
| 75.99 | 3 |
Year
Real number (ℝ)
| Distinct | 23 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2016.4981 |
| Minimum | 1997 |
|---|---|
| Maximum | 2019 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 211.6 KiB |
Quantile statistics
| Minimum | 1997 |
|---|---|
| 5-th percentile | 2012 |
| Q1 | 2016 |
| median | 2017 |
| Q3 | 2018 |
| 95-th percentile | 2019 |
| Maximum | 2019 |
| Range | 22 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 2.15699 |
|---|---|
| Coefficient of variation (CV) | 0.0010696712 |
| Kurtosis | 6.0828782 |
| Mean | 2016.4981 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | -2.0421563 |
| Sum | 54596686 |
| Variance | 4.6526059 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=23)
| Value | Count | Frequency (%) |
| 2018 | 8160 | |
| 2017 | 6357 | |
| 2016 | 4361 | |
| 2015 | 2597 | 9.6% |
| 2019 | 2213 | 8.2% |
| 2014 | 1555 | 5.7% |
| 2013 | 418 | 1.5% |
| 2012 | 320 | 1.2% |
| 2009 | 305 | 1.1% |
| 2011 | 239 | 0.9% |
| Other values (13) | 550 | 2.0% |
| Value | Count | Frequency (%) |
| 1997 | 1 | < 0.1% |
| 1998 | 1 | < 0.1% |
| 1999 | 2 | < 0.1% |
| 2000 | 2 | < 0.1% |
| 2001 | 4 | < 0.1% |
| 2002 | 1 | < 0.1% |
| 2003 | 3 | < 0.1% |
| 2004 | 6 | < 0.1% |
| 2005 | 6 | < 0.1% |
| 2006 | 48 |
| Value | Count | Frequency (%) |
| 2019 | 2213 | 8.2% |
| 2018 | 8160 | |
| 2017 | 6357 | |
| 2016 | 4361 | |
| 2015 | 2597 | 9.6% |
| 2014 | 1555 | 5.7% |
| 2013 | 418 | 1.5% |
| 2012 | 320 | 1.2% |
| 2011 | 239 | 0.9% |
| 2010 | 238 | 0.9% |
| appid | required_age | achievements | positive_ratings | negative_ratings | average_playtime | median_playtime | price | Year | english | platforms | owners | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| appid | 1.000 | -0.082 | -0.113 | -0.548 | -0.565 | -0.424 | -0.423 | -0.241 | 0.901 | 0.127 | 0.090 | 0.206 |
| required_age | -0.082 | 1.000 | 0.064 | 0.127 | 0.133 | 0.130 | 0.128 | 0.101 | -0.068 | 0.002 | 0.036 | 0.108 |
| achievements | -0.113 | 0.064 | 1.000 | 0.303 | 0.206 | 0.173 | 0.173 | 0.190 | -0.044 | 0.000 | 0.008 | 0.011 |
| positive_ratings | -0.548 | 0.127 | 0.303 | 1.000 | 0.830 | 0.584 | 0.583 | 0.205 | -0.456 | 0.000 | 0.006 | 0.791 |
| negative_ratings | -0.565 | 0.133 | 0.206 | 0.830 | 1.000 | 0.595 | 0.594 | 0.142 | -0.496 | 0.000 | 0.000 | 0.628 |
| average_playtime | -0.424 | 0.130 | 0.173 | 0.584 | 0.595 | 1.000 | 0.999 | 0.079 | -0.380 | 0.009 | 0.009 | 0.216 |
| median_playtime | -0.423 | 0.128 | 0.173 | 0.583 | 0.594 | 0.999 | 1.000 | 0.083 | -0.380 | 0.027 | 0.008 | 0.014 |
| price | -0.241 | 0.101 | 0.190 | 0.205 | 0.142 | 0.079 | 0.083 | 1.000 | -0.128 | 0.000 | 0.000 | 0.015 |
| Year | 0.901 | -0.068 | -0.044 | -0.456 | -0.496 | -0.380 | -0.380 | -0.128 | 1.000 | 0.086 | 0.075 | 0.237 |
| english | 0.127 | 0.002 | 0.000 | 0.000 | 0.000 | 0.009 | 0.027 | 0.000 | 0.086 | 1.000 | 0.065 | 0.045 |
| platforms | 0.090 | 0.036 | 0.008 | 0.006 | 0.000 | 0.009 | 0.008 | 0.000 | 0.075 | 0.065 | 1.000 | 0.060 |
| owners | 0.206 | 0.108 | 0.011 | 0.791 | 0.628 | 0.216 | 0.014 | 0.015 | 0.237 | 0.045 | 0.060 | 1.000 |
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
| appid | name | release_date | english | developer | publisher | platforms | required_age | categories | genres | steamspy_tags | achievements | positive_ratings | negative_ratings | average_playtime | median_playtime | owners | price | Year | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 10 | Counter-Strike | 2000-11-01 | 1 | Valve | Valve | windows;mac;linux | 0 | Multi-player;Online Multi-Player;Local Multi-Player;Valve Anti-Cheat enabled | Action | Action;FPS;Multiplayer | 0 | 124534 | 3339 | 17612 | 317 | 10000000-20000000 | 7.19 | 2000 |
| 1 | 20 | Team Fortress Classic | 1999-04-01 | 1 | Valve | Valve | windows;mac;linux | 0 | Multi-player;Online Multi-Player;Local Multi-Player;Valve Anti-Cheat enabled | Action | Action;FPS;Multiplayer | 0 | 3318 | 633 | 277 | 62 | 5000000-10000000 | 3.99 | 1999 |
| 2 | 30 | Day of Defeat | 2003-05-01 | 1 | Valve | Valve | windows;mac;linux | 0 | Multi-player;Valve Anti-Cheat enabled | Action | FPS;World War II;Multiplayer | 0 | 3416 | 398 | 187 | 34 | 5000000-10000000 | 3.99 | 2003 |
| 3 | 40 | Deathmatch Classic | 2001-06-01 | 1 | Valve | Valve | windows;mac;linux | 0 | Multi-player;Online Multi-Player;Local Multi-Player;Valve Anti-Cheat enabled | Action | Action;FPS;Multiplayer | 0 | 1273 | 267 | 258 | 184 | 5000000-10000000 | 3.99 | 2001 |
| 4 | 50 | Half-Life: Opposing Force | 1999-11-01 | 1 | Gearbox Software | Valve | windows;mac;linux | 0 | Single-player;Multi-player;Valve Anti-Cheat enabled | Action | FPS;Action;Sci-fi | 0 | 5250 | 288 | 624 | 415 | 5000000-10000000 | 3.99 | 1999 |
| 5 | 60 | Ricochet | 2000-11-01 | 1 | Valve | Valve | windows;mac;linux | 0 | Multi-player;Online Multi-Player;Valve Anti-Cheat enabled | Action | Action;FPS;Multiplayer | 0 | 2758 | 684 | 175 | 10 | 5000000-10000000 | 3.99 | 2000 |
| 6 | 70 | Half-Life | 1998-11-08 | 1 | Valve | Valve | windows;mac;linux | 0 | Single-player;Multi-player;Online Multi-Player;Steam Cloud;Valve Anti-Cheat enabled | Action | FPS;Classic;Action | 0 | 27755 | 1100 | 1300 | 83 | 5000000-10000000 | 7.19 | 1998 |
| 7 | 80 | Counter-Strike: Condition Zero | 2004-03-01 | 1 | Valve | Valve | windows;mac;linux | 0 | Single-player;Multi-player;Valve Anti-Cheat enabled | Action | Action;FPS;Multiplayer | 0 | 12120 | 1439 | 427 | 43 | 10000000-20000000 | 7.19 | 2004 |
| 8 | 130 | Half-Life: Blue Shift | 2001-06-01 | 1 | Gearbox Software | Valve | windows;mac;linux | 0 | Single-player | Action | FPS;Action;Sci-fi | 0 | 3822 | 420 | 361 | 205 | 5000000-10000000 | 3.99 | 2001 |
| 9 | 220 | Half-Life 2 | 2004-11-16 | 1 | Valve | Valve | windows;mac;linux | 0 | Single-player;Steam Achievements;Steam Trading Cards;Captions available;Partial Controller Support;Steam Cloud;Includes Source SDK | Action | FPS;Action;Sci-fi | 33 | 67902 | 2419 | 691 | 402 | 10000000-20000000 | 7.19 | 2004 |
| appid | name | release_date | english | developer | publisher | platforms | required_age | categories | genres | steamspy_tags | achievements | positive_ratings | negative_ratings | average_playtime | median_playtime | owners | price | Year | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 27065 | 1063560 | 12 HOURS | 2019-04-24 | 1 | Second Reality | Second Reality | windows | 0 | Single-player | Action;Indie;Simulation;Early Access | Early Access;Action;Indie | 0 | 9 | 1 | 0 | 0 | 0-20000 | 2.09 | 2019 |
| 27066 | 1064060 | The Mystery of Bikini Island | 2019-04-24 | 1 | Velvet Paradise Games | Velvet Paradise Games | windows | 0 | Single-player | Adventure;Casual;Indie;RPG;Early Access | Early Access;Adventure;Sexual Content | 0 | 3 | 0 | 0 | 0 | 0-20000 | 0.79 | 2019 |
| 27067 | 1064580 | CaptainMarlene | 2019-04-23 | 1 | Dnovel | Dnovel | windows | 0 | Single-player | Adventure;Indie;Early Access | Early Access;Indie;Adventure | 0 | 13 | 0 | 0 | 0 | 0-20000 | 9.29 | 2019 |
| 27068 | 1064890 | Old Edge II | 2019-04-23 | 1 | LTrust | LTrust | windows | 0 | Single-player | Adventure;Casual;Indie;Simulation | Indie;Casual;Adventure | 0 | 4 | 0 | 0 | 0 | 0-20000 | 0.79 | 2019 |
| 27069 | 1065160 | Deatherem | 2019-04-23 | 1 | Anima | Team Syukino | windows | 0 | Single-player;Steam Achievements | Indie | Indie;Horror;First-Person | 1 | 2 | 2 | 0 | 0 | 0-20000 | 2.09 | 2019 |
| 27070 | 1065230 | Room of Pandora | 2019-04-24 | 1 | SHEN JIAWEI | SHEN JIAWEI | windows | 0 | Single-player;Steam Achievements | Adventure;Casual;Indie | Adventure;Indie;Casual | 7 | 3 | 0 | 0 | 0 | 0-20000 | 2.09 | 2019 |
| 27071 | 1065570 | Cyber Gun | 2019-04-23 | 1 | Semyon Maximov | BekkerDev Studio | windows | 0 | Single-player | Action;Adventure;Indie | Action;Indie;Adventure | 0 | 8 | 1 | 0 | 0 | 0-20000 | 1.69 | 2019 |
| 27072 | 1065650 | Super Star Blast | 2019-04-24 | 1 | EntwicklerX | EntwicklerX | windows | 0 | Single-player;Multi-player;Co-op;Shared/Split Screen;Steam Achievements;Full controller support;Steam Cloud | Action;Casual;Indie | Action;Indie;Casual | 24 | 0 | 1 | 0 | 0 | 0-20000 | 3.99 | 2019 |
| 27073 | 1066700 | New Yankee 7: Deer Hunters | 2019-04-17 | 1 | Yustas Game Studio | Alawar Entertainment | windows;mac | 0 | Single-player;Steam Cloud | Adventure;Casual;Indie | Indie;Casual;Adventure | 0 | 2 | 0 | 0 | 0 | 0-20000 | 5.19 | 2019 |
| 27074 | 1069460 | Rune Lord | 2019-04-24 | 1 | Adept Studios GD | Alawar Entertainment | windows;mac | 0 | Single-player;Steam Cloud | Adventure;Casual;Indie | Indie;Casual;Adventure | 0 | 4 | 0 | 0 | 0 | 0-20000 | 5.19 | 2019 |